Overview
Dataset statistics
| Number of variables | 24 |
|---|---|
| Number of observations | 1.639 |
| Missing cells | 896 |
| Missing cells (%) | 2.3% |
| Duplicate rows | 151 |
| Duplicate rows (%) | 9.2% |
| Total size in memory | 307.4 KiB |
| Average record size in memory | 192.1 B |
Variable types
| Text | 2 |
|---|---|
| DateTime | 1 |
| Categorical | 4 |
| Numeric | 14 |
| Boolean | 3 |
| Dataset has 151 (9.2%) duplicate rows | Duplicates |
Abdominal Circumference (cm) is highly overall correlated with Waist-to-Height Ratio | High correlation |
BMI is highly overall correlated with CVD Risk Score and 1 other fields | High correlation |
CVD Risk Score is highly overall correlated with BMI | High correlation |
Estimated LDL (mg/dL) is highly overall correlated with Total Cholesterol (mg/dL) | High correlation |
Height (cm) is highly overall correlated with Height (m) | High correlation |
Height (m) is highly overall correlated with Height (cm) | High correlation |
Total Cholesterol (mg/dL) is highly overall correlated with Estimated LDL (mg/dL) | High correlation |
Waist-to-Height Ratio is highly overall correlated with Abdominal Circumference (cm) | High correlation |
Weight (kg) is highly overall correlated with BMI | High correlation |
Age has 68 (4.1%) missing values | Missing |
Weight (kg) has 73 (4.5%) missing values | Missing |
Height (m) has 61 (3.7%) missing values | Missing |
BMI has 53 (3.2%) missing values | Missing |
Abdominal Circumference (cm) has 61 (3.7%) missing values | Missing |
Total Cholesterol (mg/dL) has 68 (4.1%) missing values | Missing |
HDL (mg/dL) has 82 (5.0%) missing values | Missing |
Fasting Blood Sugar (mg/dL) has 54 (3.3%) missing values | Missing |
Height (cm) has 68 (4.1%) missing values | Missing |
Waist-to-Height Ratio has 76 (4.6%) missing values | Missing |
Systolic BP has 61 (3.7%) missing values | Missing |
Diastolic BP has 85 (5.2%) missing values | Missing |
Estimated LDL (mg/dL) has 57 (3.5%) missing values | Missing |
CVD Risk Score has 29 (1.8%) missing values | Missing |
Reproduction
| Analysis started | 2026-02-28 19:48:33.608444 |
|---|---|
| Analysis finished | 2026-02-28 19:48:42.981601 |
| Duration | 9.37 seconds |
| Software version | ydata-profiling vv4.18.1 |
| Download configuration | config.json |
Variables
Patient ID
Text
| Distinct | 1376 |
|---|---|
| Distinct (%) | 84.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.9 KiB |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 8 |
| Min length | 8 |
Unique
| Unique | 1.205 ? |
|---|---|
| Unique (%) | 73.5% |
Sample
| 1st row | isDx5313 |
|---|---|
| 2nd row | LHCK2961 |
| 3rd row | WjVn1699 |
| 4th row | dCDO1109 |
| 5th row | pnpE1080 |
| Value | Count | Frequency (%) |
| ahyt1346 | 3 | 0.2% |
| rlsb8509 | 3 | 0.2% |
| rwgu5647 | 3 | 0.2% |
| djuc5084 | 3 | 0.2% |
| ylce2926 | 3 | 0.2% |
| dsiv4949 | 3 | 0.2% |
| pepz9034 | 3 | 0.2% |
| stpp5810 | 3 | 0.2% |
| dhuj7239 | 3 | 0.2% |
| gdbf9655 | 3 | 0.2% |
| Other values (1366) | 1609 |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 670 | 5.1% |
| 0 | 670 | 5.1% |
| 7 | 670 | 5.1% |
| 9 | 668 | 5.1% |
| 1 | 668 | 5.1% |
| 6 | 664 | 5.1% |
| 5 | 653 | 5.0% |
| 2 | 651 | 5.0% |
| 8 | 641 | 4.9% |
| 3 | 601 | 4.6% |
| Other values (52) | 6556 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 13112 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 4 | 670 | 5.1% |
| 0 | 670 | 5.1% |
| 7 | 670 | 5.1% |
| 9 | 668 | 5.1% |
| 1 | 668 | 5.1% |
| 6 | 664 | 5.1% |
| 5 | 653 | 5.0% |
| 2 | 651 | 5.0% |
| 8 | 641 | 4.9% |
| 3 | 601 | 4.6% |
| Other values (52) | 6556 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 13112 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 4 | 670 | 5.1% |
| 0 | 670 | 5.1% |
| 7 | 670 | 5.1% |
| 9 | 668 | 5.1% |
| 1 | 668 | 5.1% |
| 6 | 664 | 5.1% |
| 5 | 653 | 5.0% |
| 2 | 651 | 5.0% |
| 8 | 641 | 4.9% |
| 3 | 601 | 4.6% |
| Other values (52) | 6556 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 13112 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 4 | 670 | 5.1% |
| 0 | 670 | 5.1% |
| 7 | 670 | 5.1% |
| 9 | 668 | 5.1% |
| 1 | 668 | 5.1% |
| 6 | 664 | 5.1% |
| 5 | 653 | 5.0% |
| 2 | 651 | 5.0% |
| 8 | 641 | 4.9% |
| 3 | 601 | 4.6% |
| Other values (52) | 6556 |
Date of Service
Date
| Distinct | 1002 |
|---|---|
| Distinct (%) | 61.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.9 KiB |
| Minimum | 2020-01-02 00:00:00 |
|---|---|
| Maximum | 2025-12-30 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | M |
|---|---|
| 2nd row | F |
| 3rd row | F |
| 4th row | F |
| 5th row | F |
Common Values
| Value | Count | Frequency (%) |
| M | 821 | |
| F | 818 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| m | 821 | |
| f | 818 |
Most occurring characters
| Value | Count | Frequency (%) |
| M | 821 | |
| F | 818 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1639 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| M | 821 | |
| F | 818 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1639 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| M | 821 | |
| F | 818 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1639 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| M | 821 | |
| F | 818 |
Age
Real number (ℝ)
Missing
| Distinct | 66 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 68 |
| Missing (%) | 4.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.803186 |
| Minimum | 6.134 |
|---|---|
| Maximum | 89.42 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.9 KiB |
Quantile statistics
| Minimum | 6.134 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 37 |
| median | 46 |
| Q3 | 55 |
| 95-th percentile | 72 |
| Maximum | 89.42 |
| Range | 83.286 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 13.039479 |
|---|---|
| Coefficient of variation (CV) | 0.27860237 |
| Kurtosis | 0.12462961 |
| Mean | 46.803186 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 0.39411053 |
| Sum | 73527.805 |
| Variance | 170.02801 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 37 | 55 | 3.4% |
| 33 | 54 | 3.3% |
| 31 | 52 | 3.2% |
| 32 | 51 | 3.1% |
| 49 | 50 | 3.1% |
| 48 | 49 | 3.0% |
| 30 | 49 | 3.0% |
| 46 | 47 | 2.9% |
| 38 | 47 | 2.9% |
| 51 | 44 | 2.7% |
| Other values (56) | 1073 | |
| (Missing) | 68 | 4.1% |
| Value | Count | Frequency (%) |
| 6.134 | 1 | 0.1% |
| 6.42 | 3 | 0.2% |
| 6.99 | 3 | 0.2% |
| 7.025 | 1 | 0.1% |
| 8.038 | 1 | 0.1% |
| 9.376 | 1 | 0.1% |
| 25 | 10 | |
| 26 | 14 | |
| 27 | 9 | |
| 28 | 8 |
| Value | Count | Frequency (%) |
| 89.42 | 1 | 0.1% |
| 89.162 | 1 | 0.1% |
| 88.464 | 1 | 0.1% |
| 85.715 | 1 | 0.1% |
| 85.241 | 1 | 0.1% |
| 79 | 18 | |
| 78 | 7 | 0.4% |
| 77 | 3 | 0.2% |
| 76 | 13 | |
| 75 | 16 |
Weight (kg)
Real number (ℝ)
High correlation Missing
| Distinct | 944 |
|---|---|
| Distinct (%) | 60.3% |
| Missing | 73 |
| Missing (%) | 4.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 85.666006 |
| Minimum | 13.261 |
|---|---|
| Maximum | 158.523 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.9 KiB |
Quantile statistics
| Minimum | 13.261 |
|---|---|
| 5-th percentile | 53.383 |
| Q1 | 67.1 |
| median | 86.314 |
| Q3 | 104.8015 |
| 95-th percentile | 117.1765 |
| Maximum | 158.523 |
| Range | 145.262 |
| Interquartile range (IQR) | 37.7015 |
Descriptive statistics
| Standard deviation | 21.712504 |
|---|---|
| Coefficient of variation (CV) | 0.25345531 |
| Kurtosis | -0.75101892 |
| Mean | 85.666006 |
| Median Absolute Deviation (MAD) | 18.914 |
| Skewness | -0.077092653 |
| Sum | 134152.96 |
| Variance | 471.43283 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 117.8 | 7 | 0.4% |
| 72.8 | 7 | 0.4% |
| 97.8 | 7 | 0.4% |
| 100.4 | 6 | 0.4% |
| 73.3 | 6 | 0.4% |
| 116.2 | 6 | 0.4% |
| 118.3 | 6 | 0.4% |
| 74.7 | 6 | 0.4% |
| 66 | 5 | 0.3% |
| 59 | 5 | 0.3% |
| Other values (934) | 1505 | |
| (Missing) | 73 | 4.5% |
| Value | Count | Frequency (%) |
| 13.261 | 1 | 0.1% |
| 15.036 | 2 | |
| 19.578 | 3 | |
| 21.038 | 1 | 0.1% |
| 21.316 | 1 | 0.1% |
| 50.1 | 4 | |
| 50.2 | 1 | 0.1% |
| 50.307 | 1 | 0.1% |
| 50.343 | 1 | 0.1% |
| 50.4 | 3 |
| Value | Count | Frequency (%) |
| 158.523 | 1 | |
| 157.164 | 1 | |
| 153.556 | 1 | |
| 149.877 | 1 | |
| 149.335 | 1 | |
| 120 | 1 | |
| 119.9 | 1 | |
| 119.806 | 1 | |
| 119.8 | 1 | |
| 119.7 | 1 |
Height (m)
Real number (ℝ)
High correlation Missing
| Distinct | 332 |
|---|---|
| Distinct (%) | 21.0% |
| Missing | 61 |
| Missing (%) | 3.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7574385 |
| Minimum | 1.371 |
|---|---|
| Maximum | 2.146 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.9 KiB |
Quantile statistics
| Minimum | 1.371 |
|---|---|
| 5-th percentile | 1.5757 |
| Q1 | 1.6665 |
| median | 1.76 |
| Q3 | 1.85 |
| 95-th percentile | 1.94645 |
| Maximum | 2.146 |
| Range | 0.775 |
| Interquartile range (IQR) | 0.1835 |
Descriptive statistics
| Standard deviation | 0.11801174 |
|---|---|
| Coefficient of variation (CV) | 0.067149855 |
| Kurtosis | -0.21590341 |
| Mean | 1.7574385 |
| Median Absolute Deviation (MAD) | 0.09 |
| Skewness | 0.051690986 |
| Sum | 2773.238 |
| Variance | 0.013926771 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.81 | 46 | 2.8% |
| 1.86 | 45 | 2.7% |
| 1.63 | 45 | 2.7% |
| 1.74 | 43 | 2.6% |
| 1.76 | 43 | 2.6% |
| 1.66 | 42 | 2.6% |
| 1.61 | 42 | 2.6% |
| 1.89 | 40 | 2.4% |
| 1.7 | 38 | 2.3% |
| 1.88 | 37 | 2.3% |
| Other values (322) | 1157 | |
| (Missing) | 61 | 3.7% |
| Value | Count | Frequency (%) |
| 1.371 | 1 | 0.1% |
| 1.38 | 1 | 0.1% |
| 1.388 | 1 | 0.1% |
| 1.41 | 1 | 0.1% |
| 1.502 | 1 | 0.1% |
| 1.503 | 1 | 0.1% |
| 1.505 | 1 | 0.1% |
| 1.506 | 3 | |
| 1.507 | 2 | |
| 1.508 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 2.146 | 3 | |
| 2.141 | 1 | 0.1% |
| 2.139 | 1 | 0.1% |
| 2.123 | 1 | 0.1% |
| 2.117 | 1 | 0.1% |
| 2.113 | 1 | 0.1% |
| 2.11 | 1 | 0.1% |
| 2.109 | 1 | 0.1% |
| 2 | 1 | 0.1% |
| 1.998 | 2 |
BMI
Real number (ℝ)
High correlation Missing
| Distinct | 737 |
|---|---|
| Distinct (%) | 46.5% |
| Missing | 53 |
| Missing (%) | 3.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.424744 |
| Minimum | 4.317 |
|---|---|
| Maximum | 53.028 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.9 KiB |
Quantile statistics
| Minimum | 4.317 |
|---|---|
| 5-th percentile | 17.8 |
| Q1 | 22.6 |
| median | 28 |
| Q3 | 33.963 |
| 95-th percentile | 39.78325 |
| Maximum | 53.028 |
| Range | 48.711 |
| Interquartile range (IQR) | 11.363 |
Descriptive statistics
| Standard deviation | 7.3092747 |
|---|---|
| Coefficient of variation (CV) | 0.25714479 |
| Kurtosis | -0.3505387 |
| Mean | 28.424744 |
| Median Absolute Deviation (MAD) | 5.7425 |
| Skewness | 0.15108189 |
| Sum | 45081.644 |
| Variance | 53.425497 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 33.4 | 12 | 0.7% |
| 19.5 | 11 | 0.7% |
| 19.7 | 11 | 0.7% |
| 23.7 | 10 | 0.6% |
| 38.2 | 10 | 0.6% |
| 27.1 | 10 | 0.6% |
| 23.1 | 9 | 0.5% |
| 25.5 | 9 | 0.5% |
| 16.6 | 9 | 0.5% |
| 20.8 | 9 | 0.5% |
| Other values (727) | 1486 | |
| (Missing) | 53 | 3.2% |
| Value | Count | Frequency (%) |
| 4.317 | 1 | 0.1% |
| 5.184 | 3 | |
| 6.235 | 2 | |
| 7.105 | 1 | 0.1% |
| 15 | 2 | |
| 15.1 | 1 | 0.1% |
| 15.3 | 1 | 0.1% |
| 15.4 | 2 | |
| 15.5 | 2 | |
| 15.6 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 53.028 | 1 | |
| 52.74 | 1 | |
| 52.192 | 1 | |
| 52.136 | 1 | |
| 51.984 | 1 | |
| 51.402 | 1 | |
| 51.022 | 1 | |
| 46.2 | 1 | |
| 46.1 | 1 | |
| 45.6 | 1 |
Abdominal Circumference (cm)
Real number (ℝ)
High correlation Missing
| Distinct | 810 |
|---|---|
| Distinct (%) | 51.3% |
| Missing | 61 |
| Missing (%) | 3.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 91.538861 |
| Minimum | 49.542 |
|---|---|
| Maximum | 136.336 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.9 KiB |
Quantile statistics
| Minimum | 49.542 |
|---|---|
| 5-th percentile | 72.1 |
| Q1 | 79.7 |
| median | 91.2 |
| Q3 | 102.26725 |
| 95-th percentile | 113.04375 |
| Maximum | 136.336 |
| Range | 86.794 |
| Interquartile range (IQR) | 22.56725 |
Descriptive statistics
| Standard deviation | 13.427985 |
|---|---|
| Coefficient of variation (CV) | 0.14669164 |
| Kurtosis | -0.5422464 |
| Mean | 91.538861 |
| Median Absolute Deviation (MAD) | 11.2415 |
| Skewness | 0.21239507 |
| Sum | 144448.32 |
| Variance | 180.31079 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 86.9 | 11 | 0.7% |
| 78.1 | 10 | 0.6% |
| 94.4 | 9 | 0.5% |
| 76.3 | 9 | 0.5% |
| 99.1 | 8 | 0.5% |
| 98.2 | 8 | 0.5% |
| 96.6 | 8 | 0.5% |
| 79.7 | 7 | 0.4% |
| 89.1 | 7 | 0.4% |
| 74.6 | 7 | 0.4% |
| Other values (800) | 1494 | |
| (Missing) | 61 | 3.7% |
| Value | Count | Frequency (%) |
| 49.542 | 3 | |
| 53.002 | 1 | 0.1% |
| 70 | 4 | |
| 70.091 | 1 | 0.1% |
| 70.1 | 2 | |
| 70.184 | 1 | 0.1% |
| 70.2 | 2 | |
| 70.3 | 3 | |
| 70.333 | 1 | 0.1% |
| 70.4 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 136.336 | 1 | |
| 136.319 | 1 | |
| 134.297 | 1 | |
| 133.846 | 1 | |
| 133.735 | 1 | |
| 133.065 | 1 | |
| 132.861 | 1 | |
| 132.045 | 1 | |
| 130.371 | 1 | |
| 119.996 | 1 |
| Distinct | 1152 |
|---|---|
| Distinct (%) | 70.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.9 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 5.9865772 |
| Min length | 5 |
Unique
| Unique | 846 ? |
|---|---|
| Unique (%) | 51.6% |
Sample
| 1st row | 112/83 |
|---|---|
| 2nd row | 101/91 |
| 3rd row | 90/74 |
| 4th row | 92/89 |
| 5th row | 121/68 |
| Value | Count | Frequency (%) |
| 124/72 | 6 | 0.4% |
| 127/84 | 6 | 0.4% |
| 121/68 | 5 | 0.3% |
| 129/61 | 5 | 0.3% |
| 119/88 | 4 | 0.2% |
| 97/71 | 4 | 0.2% |
| 144/70 | 4 | 0.2% |
| 114/63 | 4 | 0.2% |
| 111/76 | 4 | 0.2% |
| 148/98 | 4 | 0.2% |
| Other values (1142) | 1593 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 2353 | |
| / | 1639 | |
| 9 | 916 | 9.3% |
| 7 | 761 | 7.8% |
| 6 | 759 | 7.7% |
| 0 | 661 | 6.7% |
| 8 | 653 | 6.7% |
| 2 | 583 | 5.9% |
| 4 | 544 | 5.5% |
| 3 | 534 | 5.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 9812 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 2353 | |
| / | 1639 | |
| 9 | 916 | 9.3% |
| 7 | 761 | 7.8% |
| 6 | 759 | 7.7% |
| 0 | 661 | 6.7% |
| 8 | 653 | 6.7% |
| 2 | 583 | 5.9% |
| 4 | 544 | 5.5% |
| 3 | 534 | 5.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 9812 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 2353 | |
| / | 1639 | |
| 9 | 916 | 9.3% |
| 7 | 761 | 7.8% |
| 6 | 759 | 7.7% |
| 0 | 661 | 6.7% |
| 8 | 653 | 6.7% |
| 2 | 583 | 5.9% |
| 4 | 544 | 5.5% |
| 3 | 534 | 5.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 9812 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 2353 | |
| / | 1639 | |
| 9 | 916 | 9.3% |
| 7 | 761 | 7.8% |
| 6 | 759 | 7.7% |
| 0 | 661 | 6.7% |
| 8 | 653 | 6.7% |
| 2 | 583 | 5.9% |
| 4 | 544 | 5.5% |
| 3 | 534 | 5.4% |
Total Cholesterol (mg/dL)
Real number (ℝ)
High correlation Missing
| Distinct | 211 |
|---|---|
| Distinct (%) | 13.4% |
| Missing | 68 |
| Missing (%) | 4.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 199.04367 |
| Minimum | -1.256 |
|---|---|
| Maximum | 385.679 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1 |
| Negative (%) | 0.1% |
| Memory size | 12.9 KiB |
Quantile statistics
| Minimum | -1.256 |
|---|---|
| 5-th percentile | 109 |
| Q1 | 150 |
| median | 199 |
| Q3 | 250 |
| 95-th percentile | 290 |
| Maximum | 385.679 |
| Range | 386.935 |
| Interquartile range (IQR) | 100 |
Descriptive statistics
| Standard deviation | 59.38867 |
|---|---|
| Coefficient of variation (CV) | 0.29837005 |
| Kurtosis | -0.69406263 |
| Mean | 199.04367 |
| Median Absolute Deviation (MAD) | 50 |
| Skewness | -0.071375244 |
| Sum | 312697.61 |
| Variance | 3527.0141 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 127 | 16 | 1.0% |
| 160 | 15 | 0.9% |
| 296 | 15 | 0.9% |
| 109 | 15 | 0.9% |
| 241 | 14 | 0.9% |
| 252 | 14 | 0.9% |
| 132 | 13 | 0.8% |
| 206 | 13 | 0.8% |
| 228 | 13 | 0.8% |
| 179 | 13 | 0.8% |
| Other values (201) | 1430 | |
| (Missing) | 68 | 4.1% |
| Value | Count | Frequency (%) |
| -1.256 | 1 | 0.1% |
| 1.817 | 1 | 0.1% |
| 4.613 | 1 | 0.1% |
| 8.498 | 1 | 0.1% |
| 16.088 | 1 | 0.1% |
| 19.932 | 1 | 0.1% |
| 21.662 | 3 | 0.2% |
| 100 | 8 | |
| 101 | 9 | |
| 102 | 4 |
| Value | Count | Frequency (%) |
| 385.679 | 1 | 0.1% |
| 379.44 | 1 | 0.1% |
| 375.814 | 1 | 0.1% |
| 300 | 7 | |
| 299 | 4 | 0.2% |
| 298 | 8 | |
| 297 | 4 | 0.2% |
| 296 | 15 | |
| 295 | 13 | |
| 294 | 6 | 0.4% |
HDL (mg/dL)
Real number (ℝ)
Missing
| Distinct | 70 |
|---|---|
| Distinct (%) | 4.5% |
| Missing | 82 |
| Missing (%) | 5.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 56.183558 |
| Minimum | 0.008 |
|---|---|
| Maximum | 110.315 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.9 KiB |
Quantile statistics
| Minimum | 0.008 |
|---|---|
| 5-th percentile | 32 |
| Q1 | 42 |
| median | 56 |
| Q3 | 70 |
| 95-th percentile | 82 |
| Maximum | 110.315 |
| Range | 110.307 |
| Interquartile range (IQR) | 28 |
Descriptive statistics
| Standard deviation | 16.721702 |
|---|---|
| Coefficient of variation (CV) | 0.29762626 |
| Kurtosis | -0.52157158 |
| Mean | 56.183558 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | 0.0085811335 |
| Sum | 87477.8 |
| Variance | 279.61532 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 44 | 44 | 2.7% |
| 46 | 41 | 2.5% |
| 78 | 37 | 2.3% |
| 38 | 36 | 2.2% |
| 35 | 33 | 2.0% |
| 79 | 33 | 2.0% |
| 73 | 33 | 2.0% |
| 31 | 33 | 2.0% |
| 52 | 33 | 2.0% |
| 61 | 32 | 2.0% |
| Other values (60) | 1202 | |
| (Missing) | 82 | 5.0% |
| Value | Count | Frequency (%) |
| 0.008 | 1 | 0.1% |
| 0.612 | 3 | 0.2% |
| 0.915 | 1 | 0.1% |
| 1.276 | 1 | 0.1% |
| 6.283 | 1 | 0.1% |
| 6.809 | 1 | 0.1% |
| 7.542 | 1 | 0.1% |
| 30 | 30 | |
| 31 | 33 | |
| 32 | 30 |
| Value | Count | Frequency (%) |
| 110.315 | 3 | 0.2% |
| 108.304 | 1 | 0.1% |
| 104.882 | 1 | 0.1% |
| 89 | 9 | |
| 88 | 5 | 0.3% |
| 87 | 12 | |
| 86 | 5 | 0.3% |
| 85 | 7 | |
| 84 | 9 | |
| 83 | 14 |
Fasting Blood Sugar (mg/dL)
Real number (ℝ)
Missing
| Distinct | 142 |
|---|---|
| Distinct (%) | 9.0% |
| Missing | 54 |
| Missing (%) | 3.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 117.83686 |
| Minimum | 15.306 |
|---|---|
| Maximum | 219.667 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.9 KiB |
Quantile statistics
| Minimum | 15.306 |
|---|---|
| 5-th percentile | 74 |
| Q1 | 92 |
| median | 115 |
| Q3 | 139 |
| 95-th percentile | 178 |
| Maximum | 219.667 |
| Range | 204.361 |
| Interquartile range (IQR) | 47 |
Descriptive statistics
| Standard deviation | 32.379634 |
|---|---|
| Coefficient of variation (CV) | 0.27478358 |
| Kurtosis | 0.18548171 |
| Mean | 117.83686 |
| Median Absolute Deviation (MAD) | 23 |
| Skewness | 0.50390118 |
| Sum | 186771.42 |
| Variance | 1048.4407 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 103 | 27 | 1.6% |
| 96 | 26 | 1.6% |
| 115 | 26 | 1.6% |
| 124 | 25 | 1.5% |
| 92 | 24 | 1.5% |
| 90 | 24 | 1.5% |
| 85 | 23 | 1.4% |
| 120 | 23 | 1.4% |
| 70 | 23 | 1.4% |
| 107 | 22 | 1.3% |
| Other values (132) | 1342 | |
| (Missing) | 54 | 3.3% |
| Value | Count | Frequency (%) |
| 15.306 | 1 | 0.1% |
| 15.605 | 2 | 0.1% |
| 18.96 | 1 | 0.1% |
| 19.014 | 1 | 0.1% |
| 21.211 | 1 | 0.1% |
| 23.817 | 1 | 0.1% |
| 70 | 23 | |
| 71 | 13 | |
| 72 | 15 | |
| 73 | 18 |
| Value | Count | Frequency (%) |
| 219.667 | 1 | 0.1% |
| 219.135 | 3 | |
| 218.019 | 3 | |
| 215.614 | 3 | |
| 213.685 | 1 | 0.1% |
| 212.984 | 1 | 0.1% |
| 212.382 | 3 | |
| 209.119 | 1 | 0.1% |
| 198 | 4 | |
| 197 | 2 |
| Value | Count | Frequency (%) |
| True | 850 | |
| False | 789 |
| Value | Count | Frequency (%) |
| False | 821 | |
| True | 818 |
Physical Activity Level
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.9 KiB |
| High | |
|---|---|
| Moderate | |
| Low |
Length
| Max length | 8 |
|---|---|
| Median length | 4 |
| Mean length | 4.9932886 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | High |
|---|---|
| 2nd row | High |
| 3rd row | High |
| 4th row | Moderate |
| 5th row | Low |
Common Values
| Value | Count | Frequency (%) |
| High | 582 | |
| Moderate | 537 | |
| Low | 520 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| high | 582 | |
| moderate | 537 | |
| low | 520 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1074 | |
| o | 1057 | |
| g | 582 | 7.1% |
| i | 582 | 7.1% |
| H | 582 | 7.1% |
| h | 582 | 7.1% |
| M | 537 | 6.6% |
| d | 537 | 6.6% |
| r | 537 | 6.6% |
| a | 537 | 6.6% |
| Other values (3) | 1577 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8184 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 1074 | |
| o | 1057 | |
| g | 582 | 7.1% |
| i | 582 | 7.1% |
| H | 582 | 7.1% |
| h | 582 | 7.1% |
| M | 537 | 6.6% |
| d | 537 | 6.6% |
| r | 537 | 6.6% |
| a | 537 | 6.6% |
| Other values (3) | 1577 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8184 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 1074 | |
| o | 1057 | |
| g | 582 | 7.1% |
| i | 582 | 7.1% |
| H | 582 | 7.1% |
| h | 582 | 7.1% |
| M | 537 | 6.6% |
| d | 537 | 6.6% |
| r | 537 | 6.6% |
| a | 537 | 6.6% |
| Other values (3) | 1577 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8184 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 1074 | |
| o | 1057 | |
| g | 582 | 7.1% |
| i | 582 | 7.1% |
| H | 582 | 7.1% |
| h | 582 | 7.1% |
| M | 537 | 6.6% |
| d | 537 | 6.6% |
| r | 537 | 6.6% |
| a | 537 | 6.6% |
| Other values (3) | 1577 |
Family History of CVD
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 820 | |
| True | 819 |
Height (cm)
Real number (ℝ)
High correlation Missing
| Distinct | 506 |
|---|---|
| Distinct (%) | 32.2% |
| Missing | 68 |
| Missing (%) | 4.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 175.77008 |
| Minimum | 136.498 |
|---|---|
| Maximum | 214.394 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.9 KiB |
Quantile statistics
| Minimum | 136.498 |
|---|---|
| 5-th percentile | 157.8055 |
| Q1 | 167 |
| median | 176 |
| Q3 | 185 |
| 95-th percentile | 194.9425 |
| Maximum | 214.394 |
| Range | 77.896 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 11.69588 |
|---|---|
| Coefficient of variation (CV) | 0.066540787 |
| Kurtosis | -0.27447659 |
| Mean | 175.77008 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 0.051740503 |
| Sum | 276134.8 |
| Variance | 136.7936 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 176 | 44 | 2.7% |
| 174 | 43 | 2.6% |
| 163 | 43 | 2.6% |
| 181 | 43 | 2.6% |
| 188 | 42 | 2.6% |
| 161 | 41 | 2.5% |
| 166 | 41 | 2.5% |
| 170 | 39 | 2.4% |
| 186 | 38 | 2.3% |
| 189 | 38 | 2.3% |
| Other values (496) | 1159 | |
| (Missing) | 68 | 4.1% |
| Value | Count | Frequency (%) |
| 136.498 | 1 | |
| 139.265 | 1 | |
| 141.423 | 1 | |
| 150 | 1 | |
| 150.158 | 1 | |
| 150.283 | 1 | |
| 150.285 | 1 | |
| 150.608 | 1 | |
| 150.616 | 2 | |
| 150.709 | 1 |
| Value | Count | Frequency (%) |
| 214.394 | 1 | 0.1% |
| 213.92 | 1 | 0.1% |
| 213.149 | 1 | 0.1% |
| 211.127 | 1 | 0.1% |
| 210.981 | 1 | 0.1% |
| 210.624 | 1 | 0.1% |
| 210.554 | 3 | |
| 210.207 | 1 | 0.1% |
| 199.96 | 1 | 0.1% |
| 199.821 | 1 | 0.1% |
Waist-to-Height Ratio
Real number (ℝ)
High correlation Missing
| Distinct | 337 |
|---|---|
| Distinct (%) | 21.6% |
| Missing | 76 |
| Missing (%) | 4.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.52244018 |
| Minimum | 0.25 |
|---|---|
| Maximum | 0.804 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.9 KiB |
Quantile statistics
| Minimum | 0.25 |
|---|---|
| 5-th percentile | 0.4011 |
| Q1 | 0.453 |
| median | 0.519 |
| Q3 | 0.582 |
| 95-th percentile | 0.6669 |
| Maximum | 0.804 |
| Range | 0.554 |
| Interquartile range (IQR) | 0.129 |
Descriptive statistics
| Standard deviation | 0.085692095 |
|---|---|
| Coefficient of variation (CV) | 0.16402279 |
| Kurtosis | 0.048155081 |
| Mean | 0.52244018 |
| Median Absolute Deviation (MAD) | 0.064 |
| Skewness | 0.29148637 |
| Sum | 816.574 |
| Variance | 0.0073431352 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.423 | 17 | 1.0% |
| 0.522 | 13 | 0.8% |
| 0.466 | 13 | 0.8% |
| 0.552 | 13 | 0.8% |
| 0.499 | 13 | 0.8% |
| 0.481 | 12 | 0.7% |
| 0.453 | 12 | 0.7% |
| 0.601 | 12 | 0.7% |
| 0.55 | 12 | 0.7% |
| 0.607 | 11 | 0.7% |
| Other values (327) | 1435 | |
| (Missing) | 76 | 4.6% |
| Value | Count | Frequency (%) |
| 0.25 | 1 | 0.1% |
| 0.259 | 3 | |
| 0.26 | 3 | |
| 0.267 | 1 | 0.1% |
| 0.278 | 1 | 0.1% |
| 0.36 | 1 | 0.1% |
| 0.362 | 1 | 0.1% |
| 0.365 | 1 | 0.1% |
| 0.366 | 1 | 0.1% |
| 0.37 | 3 |
| Value | Count | Frequency (%) |
| 0.804 | 2 | |
| 0.787 | 2 | |
| 0.785 | 1 | 0.1% |
| 0.784 | 1 | 0.1% |
| 0.783 | 1 | 0.1% |
| 0.782 | 1 | 0.1% |
| 0.78 | 1 | 0.1% |
| 0.759 | 3 | |
| 0.758 | 1 | 0.1% |
| 0.755 | 1 | 0.1% |
Systolic BP
Real number (ℝ)
Missing
| Distinct | 100 |
|---|---|
| Distinct (%) | 6.3% |
| Missing | 61 |
| Missing (%) | 3.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 125.63264 |
| Minimum | 49.914 |
|---|---|
| Maximum | 202.711 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.9 KiB |
Quantile statistics
| Minimum | 49.914 |
|---|---|
| 5-th percentile | 93 |
| Q1 | 108 |
| median | 125 |
| Q3 | 141 |
| 95-th percentile | 168 |
| Maximum | 202.711 |
| Range | 152.797 |
| Interquartile range (IQR) | 33 |
Descriptive statistics
| Standard deviation | 22.577463 |
|---|---|
| Coefficient of variation (CV) | 0.17971017 |
| Kurtosis | -0.22099855 |
| Mean | 125.63264 |
| Median Absolute Deviation (MAD) | 17 |
| Skewness | 0.31723454 |
| Sum | 198248.3 |
| Variance | 509.74184 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 102 | 37 | 2.3% |
| 139 | 35 | 2.1% |
| 113 | 33 | 2.0% |
| 119 | 31 | 1.9% |
| 130 | 31 | 1.9% |
| 141 | 30 | 1.8% |
| 129 | 29 | 1.8% |
| 111 | 29 | 1.8% |
| 112 | 28 | 1.7% |
| 126 | 28 | 1.7% |
| Other values (90) | 1267 | |
| (Missing) | 61 | 3.7% |
| Value | Count | Frequency (%) |
| 49.914 | 1 | 0.1% |
| 51.148 | 1 | 0.1% |
| 52.527 | 1 | 0.1% |
| 53.238 | 1 | 0.1% |
| 58.513 | 1 | 0.1% |
| 90 | 16 | |
| 91 | 22 | |
| 92 | 26 | |
| 93 | 18 | |
| 94 | 20 |
| Value | Count | Frequency (%) |
| 202.711 | 1 | 0.1% |
| 198.177 | 1 | 0.1% |
| 197.499 | 1 | 0.1% |
| 194.173 | 1 | 0.1% |
| 192.401 | 1 | 0.1% |
| 179 | 5 | |
| 178 | 9 | |
| 177 | 7 | |
| 176 | 4 | |
| 175 | 6 |
Diastolic BP
Real number (ℝ)
Missing
| Distinct | 74 |
|---|---|
| Distinct (%) | 4.8% |
| Missing | 85 |
| Missing (%) | 5.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 82.887536 |
| Minimum | 31.72 |
|---|---|
| Maximum | 134.066 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.9 KiB |
Quantile statistics
| Minimum | 31.72 |
|---|---|
| 5-th percentile | 61 |
| Q1 | 71 |
| median | 82 |
| Q3 | 93 |
| 95-th percentile | 112 |
| Maximum | 134.066 |
| Range | 102.346 |
| Interquartile range (IQR) | 22 |
Descriptive statistics
| Standard deviation | 15.503625 |
|---|---|
| Coefficient of variation (CV) | 0.1870441 |
| Kurtosis | 0.018236097 |
| Mean | 82.887536 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 0.28673645 |
| Sum | 128807.23 |
| Variance | 240.36238 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 91 | 47 | 2.9% |
| 76 | 43 | 2.6% |
| 66 | 42 | 2.6% |
| 71 | 42 | 2.6% |
| 81 | 41 | 2.5% |
| 77 | 40 | 2.4% |
| 61 | 40 | 2.4% |
| 84 | 39 | 2.4% |
| 92 | 39 | 2.4% |
| 65 | 39 | 2.4% |
| Other values (64) | 1142 | |
| (Missing) | 85 | 5.2% |
| Value | Count | Frequency (%) |
| 31.72 | 1 | 0.1% |
| 34.047 | 1 | 0.1% |
| 35.243 | 4 | 0.2% |
| 35.317 | 1 | 0.1% |
| 35.793 | 1 | 0.1% |
| 36.454 | 1 | 0.1% |
| 36.995 | 1 | 0.1% |
| 37.602 | 1 | 0.1% |
| 60 | 31 | |
| 61 | 40 |
| Value | Count | Frequency (%) |
| 134.066 | 1 | 0.1% |
| 133.831 | 1 | 0.1% |
| 132.142 | 2 | 0.1% |
| 131.56 | 1 | 0.1% |
| 131.425 | 1 | 0.1% |
| 128.165 | 1 | 0.1% |
| 119 | 8 | |
| 118 | 10 | |
| 117 | 7 | |
| 116 | 6 |
Blood Pressure Category
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.9 KiB |
| Hypertension Stage 2 | |
|---|---|
| Hypertension Stage 1 | |
| Normal | |
| Elevated |
Length
| Max length | 20 |
|---|---|
| Median length | 20 |
| Mean length | 16.445394 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Hypertension Stage 1 |
|---|---|
| 2nd row | Hypertension Stage 2 |
| 3rd row | Normal |
| 4th row | Hypertension Stage 1 |
| 5th row | Elevated |
Common Values
| Value | Count | Frequency (%) |
| Hypertension Stage 2 | 680 | |
| Hypertension Stage 1 | 527 | |
| Normal | 321 | |
| Elevated | 111 | 6.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| hypertension | 1207 | |
| stage | 1207 | |
| 2 | 680 | |
| 1 | 527 | |
| normal | 321 | 7.9% |
| elevated | 111 | 2.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 3843 | |
| t | 2525 | 9.4% |
| 2414 | 9.0% | |
| n | 2414 | 9.0% |
| a | 1639 | 6.1% |
| r | 1528 | 5.7% |
| o | 1528 | 5.7% |
| p | 1207 | 4.5% |
| H | 1207 | 4.5% |
| y | 1207 | 4.5% |
| Other values (12) | 7442 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 26954 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 3843 | |
| t | 2525 | 9.4% |
| 2414 | 9.0% | |
| n | 2414 | 9.0% |
| a | 1639 | 6.1% |
| r | 1528 | 5.7% |
| o | 1528 | 5.7% |
| p | 1207 | 4.5% |
| H | 1207 | 4.5% |
| y | 1207 | 4.5% |
| Other values (12) | 7442 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 26954 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 3843 | |
| t | 2525 | 9.4% |
| 2414 | 9.0% | |
| n | 2414 | 9.0% |
| a | 1639 | 6.1% |
| r | 1528 | 5.7% |
| o | 1528 | 5.7% |
| p | 1207 | 4.5% |
| H | 1207 | 4.5% |
| y | 1207 | 4.5% |
| Other values (12) | 7442 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 26954 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 3843 | |
| t | 2525 | 9.4% |
| 2414 | 9.0% | |
| n | 2414 | 9.0% |
| a | 1639 | 6.1% |
| r | 1528 | 5.7% |
| o | 1528 | 5.7% |
| p | 1207 | 4.5% |
| H | 1207 | 4.5% |
| y | 1207 | 4.5% |
| Other values (12) | 7442 |
Estimated LDL (mg/dL)
Real number (ℝ)
High correlation Missing
| Distinct | 251 |
|---|---|
| Distinct (%) | 15.9% |
| Missing | 57 |
| Missing (%) | 3.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 113.2359 |
| Minimum | -92.055 |
|---|---|
| Maximum | 317.314 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 16 |
| Negative (%) | 1.0% |
| Memory size | 12.9 KiB |
Quantile statistics
| Minimum | -92.055 |
|---|---|
| 5-th percentile | 24 |
| Q1 | 62 |
| median | 112 |
| Q3 | 159 |
| 95-th percentile | 209 |
| Maximum | 317.314 |
| Range | 409.369 |
| Interquartile range (IQR) | 97 |
Descriptive statistics
| Standard deviation | 61.435291 |
|---|---|
| Coefficient of variation (CV) | 0.54254254 |
| Kurtosis | -0.23905254 |
| Mean | 113.2359 |
| Median Absolute Deviation (MAD) | 49 |
| Skewness | 0.15378654 |
| Sum | 179139.19 |
| Variance | 3774.2949 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 124 | 21 | 1.3% |
| 40 | 19 | 1.2% |
| 125 | 17 | 1.0% |
| 90 | 17 | 1.0% |
| 46 | 16 | 1.0% |
| 103 | 15 | 0.9% |
| 148 | 15 | 0.9% |
| 193 | 15 | 0.9% |
| 43 | 15 | 0.9% |
| 117 | 15 | 0.9% |
| Other values (241) | 1417 | |
| (Missing) | 57 | 3.5% |
| Value | Count | Frequency (%) |
| -92.055 | 1 | |
| -86.972 | 1 | |
| -82.882 | 1 | |
| -79.866 | 1 | |
| -79.437 | 1 | |
| -79.147 | 1 | |
| -18 | 1 | |
| -15 | 1 | |
| -10 | 2 | |
| -7 | 1 |
| Value | Count | Frequency (%) |
| 317.314 | 1 | 0.1% |
| 316.071 | 1 | 0.1% |
| 311.246 | 1 | 0.1% |
| 308.514 | 1 | 0.1% |
| 306.921 | 1 | 0.1% |
| 300.227 | 6 | |
| 299.372 | 1 | 0.1% |
| 298.492 | 1 | 0.1% |
| 292.255 | 1 | 0.1% |
| 237 | 2 | 0.1% |
CVD Risk Score
Real number (ℝ)
High correlation Missing
| Distinct | 1119 |
|---|---|
| Distinct (%) | 69.5% |
| Missing | 29 |
| Missing (%) | 1.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.227281 |
| Minimum | -20.057 |
|---|---|
| Maximum | 114.98 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 9 |
| Negative (%) | 0.5% |
| Memory size | 12.9 KiB |
Quantile statistics
| Minimum | -20.057 |
|---|---|
| 5-th percentile | 12.4846 |
| Q1 | 15.15 |
| median | 16.967 |
| Q3 | 18.9 |
| 95-th percentile | 22.67115 |
| Maximum | 114.98 |
| Range | 135.037 |
| Interquartile range (IQR) | 3.75 |
Descriptive statistics
| Standard deviation | 10.767666 |
|---|---|
| Coefficient of variation (CV) | 0.59074451 |
| Kurtosis | 47.895992 |
| Mean | 18.227281 |
| Median Absolute Deviation (MAD) | 1.887 |
| Skewness | 6.221455 |
| Sum | 29345.923 |
| Variance | 115.94264 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 14.4 | 6 | 0.4% |
| 16.66 | 5 | 0.3% |
| 15.41 | 5 | 0.3% |
| 17.95 | 5 | 0.3% |
| 15.87 | 5 | 0.3% |
| 14.16 | 5 | 0.3% |
| 17.7 | 5 | 0.3% |
| 15.25 | 5 | 0.3% |
| 19.44 | 5 | 0.3% |
| 16.33 | 5 | 0.3% |
| Other values (1109) | 1559 | |
| (Missing) | 29 | 1.8% |
| Value | Count | Frequency (%) |
| -20.057 | 1 | |
| -18.977 | 1 | |
| -18.859 | 1 | |
| -15.968 | 1 | |
| -15.745 | 1 | |
| -13.09 | 1 | |
| -9.629 | 1 | |
| -4.166 | 1 | |
| -2.319 | 1 | |
| 0.883 | 1 |
| Value | Count | Frequency (%) |
| 114.98 | 1 | |
| 114.968 | 1 | |
| 114.143 | 1 | |
| 112.343 | 1 | |
| 111.008 | 1 | |
| 110.094 | 1 | |
| 104.271 | 1 | |
| 104.087 | 1 | |
| 104.002 | 1 | |
| 101.624 | 1 |
CVD Risk Level
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.9 KiB |
| HIGH | |
|---|---|
| INTERMEDIARY | |
| LOW |
Length
| Max length | 12 |
|---|---|
| Median length | 4 |
| Mean length | 6.8663819 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | HIGH |
|---|---|
| 2nd row | INTERMEDIARY |
| 3rd row | LOW |
| 4th row | HIGH |
| 5th row | HIGH |
Common Values
| Value | Count | Frequency (%) |
| HIGH | 793 | |
| INTERMEDIARY | 616 | |
| LOW | 230 | 14.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| high | 793 | |
| intermediary | 616 | |
| low | 230 | 14.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| I | 2025 | |
| H | 1586 | |
| E | 1232 | |
| R | 1232 | |
| G | 793 | 7.0% |
| N | 616 | 5.5% |
| T | 616 | 5.5% |
| M | 616 | 5.5% |
| D | 616 | 5.5% |
| A | 616 | 5.5% |
| Other values (4) | 1306 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 11254 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| I | 2025 | |
| H | 1586 | |
| E | 1232 | |
| R | 1232 | |
| G | 793 | 7.0% |
| N | 616 | 5.5% |
| T | 616 | 5.5% |
| M | 616 | 5.5% |
| D | 616 | 5.5% |
| A | 616 | 5.5% |
| Other values (4) | 1306 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 11254 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| I | 2025 | |
| H | 1586 | |
| E | 1232 | |
| R | 1232 | |
| G | 793 | 7.0% |
| N | 616 | 5.5% |
| T | 616 | 5.5% |
| M | 616 | 5.5% |
| D | 616 | 5.5% |
| A | 616 | 5.5% |
| Other values (4) | 1306 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 11254 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| I | 2025 | |
| H | 1586 | |
| E | 1232 | |
| R | 1232 | |
| G | 793 | 7.0% |
| N | 616 | 5.5% |
| T | 616 | 5.5% |
| M | 616 | 5.5% |
| D | 616 | 5.5% |
| A | 616 | 5.5% |
| Other values (4) | 1306 |
Interactions
Correlations
| Abdominal Circumference (cm) | Age | BMI | Blood Pressure Category | CVD Risk Level | CVD Risk Score | Diabetes Status | Diastolic BP | Estimated LDL (mg/dL) | Family History of CVD | Fasting Blood Sugar (mg/dL) | HDL (mg/dL) | Height (cm) | Height (m) | Physical Activity Level | Sex | Smoking Status | Systolic BP | Total Cholesterol (mg/dL) | Waist-to-Height Ratio | Weight (kg) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Abdominal Circumference (cm) | 1.000 | 0.092 | 0.030 | 0.101 | 0.068 | 0.071 | 0.105 | 0.069 | 0.023 | 0.074 | -0.004 | -0.024 | -0.008 | 0.006 | 0.045 | 0.050 | 0.040 | 0.038 | 0.033 | 0.894 | 0.051 |
| Age | 0.092 | 1.000 | 0.021 | 0.081 | 0.147 | 0.036 | 0.052 | 0.043 | 0.002 | 0.000 | 0.053 | 0.000 | 0.042 | 0.039 | 0.000 | 0.034 | 0.090 | 0.066 | 0.005 | 0.052 | -0.008 |
| BMI | 0.030 | 0.021 | 1.000 | 0.074 | 0.124 | 0.505 | 0.000 | 0.021 | 0.025 | 0.000 | 0.042 | -0.011 | -0.162 | -0.150 | 0.030 | 0.038 | 0.050 | -0.011 | 0.022 | 0.091 | 0.614 |
| Blood Pressure Category | 0.101 | 0.081 | 0.074 | 1.000 | 0.081 | 0.073 | 0.000 | 0.443 | 0.037 | 0.000 | 0.107 | 0.057 | 0.109 | 0.099 | 0.060 | 0.000 | 0.066 | 0.440 | 0.044 | 0.072 | 0.000 |
| CVD Risk Level | 0.068 | 0.147 | 0.124 | 0.081 | 1.000 | 0.076 | 0.176 | 0.069 | 0.136 | 0.229 | 0.133 | 0.121 | 0.149 | 0.145 | 0.129 | 0.032 | 0.241 | 0.134 | 0.104 | 0.074 | 0.097 |
| CVD Risk Score | 0.071 | 0.036 | 0.505 | 0.073 | 0.076 | 1.000 | 0.171 | 0.092 | 0.412 | 0.065 | 0.055 | 0.014 | -0.080 | -0.070 | 0.000 | 0.000 | 0.000 | 0.383 | 0.435 | 0.099 | 0.341 |
| Diabetes Status | 0.105 | 0.052 | 0.000 | 0.000 | 0.176 | 0.171 | 1.000 | 0.032 | 0.000 | 0.000 | 0.072 | 0.063 | 0.000 | 0.000 | 0.063 | 0.000 | 0.000 | 0.041 | 0.000 | 0.015 | 0.062 |
| Diastolic BP | 0.069 | 0.043 | 0.021 | 0.443 | 0.069 | 0.092 | 0.032 | 1.000 | 0.078 | 0.095 | 0.053 | 0.033 | 0.017 | 0.013 | 0.072 | 0.000 | 0.028 | 0.041 | 0.094 | 0.043 | 0.004 |
| Estimated LDL (mg/dL) | 0.023 | 0.002 | 0.025 | 0.037 | 0.136 | 0.412 | 0.000 | 0.078 | 1.000 | 0.083 | -0.001 | -0.159 | -0.009 | 0.005 | 0.000 | 0.044 | 0.000 | 0.054 | 0.923 | 0.013 | 0.015 |
| Family History of CVD | 0.074 | 0.000 | 0.000 | 0.000 | 0.229 | 0.065 | 0.000 | 0.095 | 0.083 | 1.000 | 0.025 | 0.000 | 0.067 | 0.087 | 0.020 | 0.052 | 0.000 | 0.000 | 0.069 | 0.062 | 0.000 |
| Fasting Blood Sugar (mg/dL) | -0.004 | 0.053 | 0.042 | 0.107 | 0.133 | 0.055 | 0.072 | 0.053 | -0.001 | 0.025 | 1.000 | 0.064 | 0.031 | 0.034 | 0.060 | 0.062 | 0.023 | 0.061 | 0.009 | -0.021 | 0.021 |
| HDL (mg/dL) | -0.024 | 0.000 | -0.011 | 0.057 | 0.121 | 0.014 | 0.063 | 0.033 | -0.159 | 0.000 | 0.064 | 1.000 | -0.008 | -0.024 | 0.028 | 0.054 | 0.000 | 0.029 | 0.086 | 0.002 | -0.001 |
| Height (cm) | -0.008 | 0.042 | -0.162 | 0.109 | 0.149 | -0.080 | 0.000 | 0.017 | -0.009 | 0.067 | 0.031 | -0.008 | 1.000 | 0.968 | 0.067 | 0.078 | 0.051 | 0.015 | -0.017 | -0.373 | -0.004 |
| Height (m) | 0.006 | 0.039 | -0.150 | 0.099 | 0.145 | -0.070 | 0.000 | 0.013 | 0.005 | 0.087 | 0.034 | -0.024 | 0.968 | 1.000 | 0.069 | 0.099 | 0.000 | 0.020 | -0.004 | -0.369 | 0.005 |
| Physical Activity Level | 0.045 | 0.000 | 0.030 | 0.060 | 0.129 | 0.000 | 0.063 | 0.072 | 0.000 | 0.020 | 0.060 | 0.028 | 0.067 | 0.069 | 1.000 | 0.000 | 0.000 | 0.033 | 0.039 | 0.028 | 0.035 |
| Sex | 0.050 | 0.034 | 0.038 | 0.000 | 0.032 | 0.000 | 0.000 | 0.000 | 0.044 | 0.052 | 0.062 | 0.054 | 0.078 | 0.099 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.050 | 0.079 |
| Smoking Status | 0.040 | 0.090 | 0.050 | 0.066 | 0.241 | 0.000 | 0.000 | 0.028 | 0.000 | 0.000 | 0.023 | 0.000 | 0.051 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.023 | 0.034 |
| Systolic BP | 0.038 | 0.066 | -0.011 | 0.440 | 0.134 | 0.383 | 0.041 | 0.041 | 0.054 | 0.000 | 0.061 | 0.029 | 0.015 | 0.020 | 0.033 | 0.000 | 0.000 | 1.000 | 0.057 | 0.018 | -0.006 |
| Total Cholesterol (mg/dL) | 0.033 | 0.005 | 0.022 | 0.044 | 0.104 | 0.435 | 0.000 | 0.094 | 0.923 | 0.069 | 0.009 | 0.086 | -0.017 | -0.004 | 0.039 | 0.000 | 0.000 | 0.057 | 1.000 | 0.032 | 0.023 |
| Waist-to-Height Ratio | 0.894 | 0.052 | 0.091 | 0.072 | 0.074 | 0.099 | 0.015 | 0.043 | 0.013 | 0.062 | -0.021 | 0.002 | -0.373 | -0.369 | 0.028 | 0.050 | 0.023 | 0.018 | 0.032 | 1.000 | 0.053 |
| Weight (kg) | 0.051 | -0.008 | 0.614 | 0.000 | 0.097 | 0.341 | 0.062 | 0.004 | 0.015 | 0.000 | 0.021 | -0.001 | -0.004 | 0.005 | 0.035 | 0.079 | 0.034 | -0.006 | 0.023 | 0.053 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| Patient ID | Date of Service | Sex | Age | Weight (kg) | Height (m) | BMI | Abdominal Circumference (cm) | Blood Pressure (mmHg) | Total Cholesterol (mg/dL) | HDL (mg/dL) | Fasting Blood Sugar (mg/dL) | Smoking Status | Diabetes Status | Physical Activity Level | Family History of CVD | Height (cm) | Waist-to-Height Ratio | Systolic BP | Diastolic BP | Blood Pressure Category | Estimated LDL (mg/dL) | CVD Risk Score | CVD Risk Level | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | isDx5313 | November 08, 2023 | M | 44.000 | 114.300 | 1.720 | 38.600 | 100.000 | 112/83 | 228.0 | 77.0 | 91.0 | Y | Y | High | N | 172.000 | 0.581 | 112.0 | 83.0 | Hypertension Stage 1 | 121.0 | 19.880 | HIGH |
| 1 | LHCK2961 | 20/03/2024 | F | 57.000 | 92.923 | 1.842 | 33.116 | 106.315 | 101/91 | 158.0 | 71.0 | 76.0 | N | Y | High | Y | 184.172 | 0.577 | 101.0 | 91.0 | Hypertension Stage 2 | 57.0 | 16.833 | INTERMEDIARY |
| 2 | WjVn1699 | 2021-05-27 | F | NaN | 73.400 | 1.650 | 27.000 | 78.100 | 90/74 | 135.0 | 60.0 | 150.0 | N | N | High | N | 165.000 | 0.473 | 90.0 | 74.0 | Normal | 45.0 | 12.600 | LOW |
| 3 | dCDO1109 | April 18, 2022 | F | 35.000 | 113.300 | 1.780 | 35.800 | 79.600 | 92/89 | 158.0 | 34.0 | 111.0 | Y | N | Moderate | Y | 178.000 | 0.447 | 92.0 | 89.0 | Hypertension Stage 1 | 94.0 | 14.920 | HIGH |
| 4 | pnpE1080 | 01/11/2024 | F | 48.000 | 102.200 | 1.750 | 33.400 | 106.700 | 121/68 | 207.0 | 49.0 | 147.0 | Y | Y | Low | Y | 175.000 | 0.610 | 121.0 | 68.0 | Elevated | 128.0 | 18.870 | HIGH |
| 5 | MQyB2747 | 25 Mar 24 | M | 43.000 | 52.700 | 1.850 | 15.400 | 107.700 | 107/61 | 105.0 | 32.0 | 70.0 | Y | N | High | N | 185.000 | 0.582 | 107.0 | 61.0 | Normal | 43.0 | 10.530 | INTERMEDIARY |
| 6 | DHdn8968 | 22 May 25 | F | 31.000 | 87.000 | 1.660 | 31.600 | 91.500 | 139/81 | 207.0 | 56.0 | 82.0 | N | N | Low | Y | 166.000 | 0.551 | 139.0 | 81.0 | Hypertension Stage 1 | 121.0 | 17.410 | HIGH |
| 7 | vkQL9700 | October 26, 2023 | M | 69.000 | 59.684 | 1.940 | 23.914 | 117.986 | 106/115 | 206.0 | 42.0 | 140.0 | Y | Y | High | Y | 193.981 | 0.608 | 106.0 | 115.0 | Hypertension Stage 2 | 134.0 | 16.203 | HIGH |
| 8 | bUBT9994 | 15/12/2023 | F | 89.162 | 85.600 | 1.660 | 31.100 | 83.600 | 103/99 | 222.0 | 66.0 | 99.0 | Y | Y | High | N | 166.000 | 0.504 | 103.0 | 99.0 | Hypertension Stage 2 | 126.0 | NaN | HIGH |
| 9 | nktq6689 | January 16, 2022 | F | 57.000 | 100.130 | 1.840 | 22.242 | 80.814 | 165/99 | 123.0 | 54.0 | 94.0 | N | N | Low | N | 183.988 | 0.439 | 165.0 | 99.0 | Hypertension Stage 2 | 39.0 | 15.158 | LOW |
| Patient ID | Date of Service | Sex | Age | Weight (kg) | Height (m) | BMI | Abdominal Circumference (cm) | Blood Pressure (mmHg) | Total Cholesterol (mg/dL) | HDL (mg/dL) | Fasting Blood Sugar (mg/dL) | Smoking Status | Diabetes Status | Physical Activity Level | Family History of CVD | Height (cm) | Waist-to-Height Ratio | Systolic BP | Diastolic BP | Blood Pressure Category | Estimated LDL (mg/dL) | CVD Risk Score | CVD Risk Level | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1629 | dvpf1399 | 2024-11-25 | M | 35.0 | 50.400 | 1.670 | 18.100 | 108.800 | 133/71 | NaN | 39.0 | 144.0 | Y | N | Moderate | Y | 167.000 | 0.651 | 133.0 | 71.0 | Hypertension Stage 1 | 188.0 | 15.410 | HIGH |
| 1630 | EBtC3267 | 03-31-2025 | F | 48.0 | 59.400 | 1.880 | 16.800 | 91.200 | 102/84 | 214.0 | 69.0 | 77.0 | N | N | Low | Y | 188.000 | 0.485 | 102.0 | 84.0 | Hypertension Stage 1 | 115.0 | 12.740 | HIGH |
| 1631 | pWUu2179 | 09/11/2025 | M | 45.0 | 64.420 | 1.921 | 28.513 | 81.261 | 131/115 | 219.0 | 74.0 | 157.0 | N | Y | Low | Y | 192.122 | 0.423 | 131.0 | 115.0 | Hypertension Stage 1 | 115.0 | 18.633 | INTERMEDIARY |
| 1632 | ioby2183 | 13/08/2024 | M | 40.0 | 120.000 | NaN | 35.400 | 100.900 | 94/68 | 223.0 | 62.0 | 84.0 | Y | Y | Moderate | Y | 184.000 | 0.548 | 94.0 | 68.0 | Normal | 131.0 | 18.240 | HIGH |
| 1633 | gBFe4249 | 04/02/2020 | F | 52.0 | 89.700 | 1.880 | 25.400 | 107.500 | 145/92 | 142.0 | NaN | 96.0 | Y | Y | Low | Y | 188.000 | 0.572 | 145.0 | 92.0 | Hypertension Stage 2 | 42.0 | 17.170 | HIGH |
| 1634 | mrzf5858 | May 21, 2021 | F | 35.0 | 77.600 | 1.780 | 24.500 | 84.600 | 124/90 | 143.0 | 76.0 | 108.0 | N | N | Low | N | 178.000 | 0.475 | 124.0 | 90.0 | Hypertension Stage 2 | 37.0 | 13.960 | LOW |
| 1635 | nPnN5477 | 12/04/2022 | F | 35.0 | 92.005 | 1.726 | NaN | 98.692 | 95/111 | 156.0 | 80.0 | 80.0 | N | Y | High | N | 172.602 | 0.572 | 95.0 | 111.0 | Hypertension Stage 2 | 46.0 | 14.316 | LOW |
| 1636 | ePpS4710 | 12/04/2022 | M | 48.0 | 50.100 | 1.770 | 16.000 | 104.100 | 146/95 | 210.0 | 70.0 | 108.0 | N | N | Low | Y | 177.000 | 0.588 | 146.0 | NaN | Hypertension Stage 2 | 110.0 | NaN | HIGH |
| 1637 | QSFT6794 | September 06, 2025 | M | 49.0 | NaN | 1.630 | 23.100 | 93.800 | 144/91 | 191.0 | 79.0 | 117.0 | Y | Y | Moderate | Y | 163.000 | 0.575 | 144.0 | NaN | Hypertension Stage 2 | 82.0 | 17.640 | HIGH |
| 1638 | pDkH8432 | 2021-05-01 | F | NaN | 59.200 | 1.800 | 18.300 | 71.900 | 116/83 | 280.0 | 79.0 | 84.0 | N | N | High | N | 180.000 | 0.399 | 116.0 | 83.0 | Hypertension Stage 1 | 171.0 | 15.060 | INTERMEDIARY |
Duplicate rows
Most frequently occurring
| Patient ID | Date of Service | Sex | Age | Weight (kg) | Height (m) | BMI | Abdominal Circumference (cm) | Blood Pressure (mmHg) | Total Cholesterol (mg/dL) | HDL (mg/dL) | Fasting Blood Sugar (mg/dL) | Smoking Status | Diabetes Status | Physical Activity Level | Family History of CVD | Height (cm) | Waist-to-Height Ratio | Systolic BP | Diastolic BP | Blood Pressure Category | Estimated LDL (mg/dL) | CVD Risk Score | CVD Risk Level | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | AhYt1346 | 09-28-2020 | M | 41.00 | 71.300 | 1.730 | 23.80 | 107.900 | 139/61 | 253.0 | 77.0 | 94.0 | Y | N | Low | Y | 173.000 | NaN | 139.0 | NaN | Hypertension Stage 1 | 146.000 | 16.770 | HIGH | 2 |
| 1 | BQvQ6431 | 09/11/2020 | M | 33.00 | 118.300 | 1.690 | 41.40 | 72.100 | 116/93 | 171.0 | 44.0 | 145.0 | N | N | Moderate | N | 210.554 | 0.427 | 116.0 | 93.0 | Hypertension Stage 2 | 97.000 | 17.500 | LOW | 2 |
| 2 | CDsa2651 | 23/06/2025 | M | 39.00 | 73.300 | 1.740 | 24.20 | 95.000 | 111/84 | 158.0 | 37.0 | 81.0 | N | Y | High | Y | 174.000 | 0.546 | 111.0 | 84.0 | Hypertension Stage 1 | 91.000 | 15.550 | INTERMEDIARY | 2 |
| 3 | CKKa5109 | March 18, 2023 | M | 51.00 | 85.900 | 1.780 | 27.10 | 87.200 | 144/70 | 189.0 | 44.0 | 100.0 | N | N | Low | N | 178.000 | 0.490 | 144.0 | 70.0 | Hypertension Stage 2 | 300.227 | 16.400 | INTERMEDIARY | 2 |
| 4 | CYeS2965 | 26 Jul 25 | M | 33.00 | 108.700 | 1.860 | NaN | 96.900 | 130/95 | 250.0 | 47.0 | 106.0 | N | N | Low | Y | NaN | 0.521 | 130.0 | NaN | Hypertension Stage 1 | 173.000 | 17.780 | HIGH | 2 |
| 5 | CeLz4743 | 31/03/2022 | M | 34.00 | 54.000 | 1.610 | NaN | 96.700 | 116/72 | 253.0 | 37.0 | NaN | N | N | High | Y | 161.000 | 0.601 | 116.0 | 72.0 | Normal | 186.000 | 15.020 | INTERMEDIARY | 2 |
| 6 | ChGR7779 | 2022-08-29 | M | 46.00 | 78.700 | 1.640 | NaN | 105.500 | 137/76 | 196.0 | 37.0 | 102.0 | N | N | High | Y | 164.000 | 0.643 | 137.0 | 76.0 | Hypertension Stage 1 | 129.000 | 16.630 | HIGH | 2 |
| 7 | DIVT3121 | 17 Aug 23 | M | 36.00 | 106.200 | 1.760 | 34.30 | 74.800 | 124/66 | 171.0 | 48.0 | 141.0 | Y | N | High | N | 176.000 | 0.425 | 124.0 | 66.0 | Elevated | 93.000 | 16.480 | INTERMEDIARY | 2 |
| 8 | DYFB4591 | February 16, 2025 | M | NaN | 52.800 | 1.800 | 16.30 | 77.300 | 113/96 | 167.0 | 32.0 | 135.0 | N | Y | Low | N | 180.000 | 0.429 | 113.0 | 96.0 | Hypertension Stage 2 | 105.000 | 14.250 | INTERMEDIARY | 2 |
| 9 | DhUJ7239 | 2020-01-24 | M | 6.42 | 69.769 | 1.696 | 22.06 | 74.184 | 120/76 | 197.0 | 65.0 | 151.0 | Y | N | Low | N | 169.560 | 0.438 | 120.0 | 76.0 | Elevated | NaN | 14.352 | INTERMEDIARY | 2 |